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WSC
2008
13 years 11 months ago
A particle filtering framework for randomized optimization algorithms
We propose a framework for optimization problems based on particle filtering (also called Sequential Monte Carlo method). This framework unifies and provides new insight into rand...
Enlu Zhou, Michael C. Fu, Steven I. Marcus
JMLR
2002
100views more  JMLR 2002»
13 years 8 months ago
On the Convergence of Optimistic Policy Iteration
We consider a finite-state Markov decision problem and establish the convergence of a special case of optimistic policy iteration that involves Monte Carlo estimation of Q-values,...
John N. Tsitsiklis
TCIAIG
2010
13 years 3 months ago
Current Frontiers in Computer Go
This paper presents the recent technical advances in Monte-Carlo Tree Search for the Game of Go, shows the many similarities and the rare differences between the current best progr...
Arpad Rimmel, Olivier Teytaud, Chang-Shing Lee, Sh...
ENTCS
2006
114views more  ENTCS 2006»
13 years 8 months ago
Open-Source Model Checking
We present GMC2 , a software model checker for GCC, the opensource compiler from the Free Software Foundation (FSF). GMC2 , which is part of the GMC static-analysis and model-check...
Radu Grosu, Xiaowan Huang, Sumit Jain, Scott A. Sm...
ASPDAC
2006
ACM
158views Hardware» more  ASPDAC 2006»
14 years 2 months ago
Process-induced skew reduction in nominal zero-skew clock trees
— This work develops an analytic framework for clock tree analysis considering process variations that is shown to correspond well with Monte Carlo results. The analysis framewor...
Matthew R. Guthaus, Dennis Sylvester, Richard B. B...